Package: flexCWM 1.92

Angelo Mazza

flexCWM: Flexible Cluster-Weighted Modeling

Allows maximum likelihood fitting of cluster-weighted models, a class of mixtures of regression models with random covariates. Methods are described in Angelo Mazza, Antonio Punzo, Salvatore Ingrassia (2018) <doi:10.18637/jss.v086.i02>.

Authors:Mazza A., Punzo A., Ingrassia S.

flexCWM_1.92.tar.gz
flexCWM_1.92.tar.gz(r-4.5-noble)flexCWM_1.92.tar.gz(r-4.4-noble)
flexCWM_1.92.tgz(r-4.4-emscripten)flexCWM_1.92.tgz(r-4.3-emscripten)
flexCWM.pdf |flexCWM.html
flexCWM/json (API)

# Install 'flexCWM' in R:
install.packages('flexCWM', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.20 score 16 scripts 246 downloads 1 mentions 16 exports 84 dependencies

Last updated 5 years agofrom:1e000d9751. Checks:OK: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 12 2024
R-4.5-linuxNOTENov 12 2024

Exports:cwmgetBestModelgetClustergetICgetPargetParConcomitantgetParGLMgetParPriorgetParXbingetParXmultgetParXnormgetParXpoisgetPosteriorgetSizestudent.twhichBest

Dependencies:BHcaretclasscliclockcodetoolscolorspaceContaminatedMixtcpp11data.tablediagramdigestdplyre1071fansifarverforeachfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmclustmgcvmixturemnormtModelMetricsmunsellmvtnormnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcppRcppArmadilloRcppGSLrecipesreshape2rlangrpartscalesshapeSQUAREMstatmodstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr

Readme and manuals

Help Manual

Help pageTopics
flexCWM - Flexible Cluster Weighted ModelingflexCWM-package
Fit for the CWMcwm student.t
dataset ExCWMExCWM
Extractors for 'cwm' class objects.getBestModel getCluster getIC getPar getParConcomitant getParGLM getParPrior getParXbin getParXmult getParXnorm getParXpois getPosterior getSize print.cwm print.cwm.IC summary.cwm whichBest
Plot for CWMsplot.cwm
dataset studentsstudents